Airport taxi automatic scheduling method and device based on real-time passenger flow prediction

Abstract

The invention relates to the technical field of intelligent traffic control, in particular to an airport taxi automatic scheduling method and device based on real-time passenger flow prediction. The method aims to solve the problems that when social vehicles enter taxi waiting areas by mistake, the taxi queuing progress is not clear, the passenger carrying order is disordered, the predicted passenger flow data deviation is too large, and scheduling is not timely and unreasonable. The method comprises the steps of collecting taxi information entering a taxi storage yard to generate a taxi sequence; inputting the collected real-time passenger flow data and the historical same-period passenger flow data in the database into a passenger flow prediction model to calculate and obtain predicted passenger flow data after a preset time; generating scheduling information according to the predicted passenger flow data and the taxi sequence, wherein the scheduling information is used for controlling an information screen to generate a taxi waiting area entry number plate prompt and controlling a barrier gate system; and according to the entry number plate prompt, enabling the taxi to enter a taxi waiting area through a barrier gate system controlled by the scheduling information.

Description

technical field [0001] The present application relates to the technical field of intelligent traffic control, in particular, to a method and device for automatic dispatching of airport taxis based on real-time passenger flow prediction. Background technique [0002] Airport taxi dispatching refers to the deployment of taxis in the storage yard and taxi waiting area according to the number of waiting passengers in order to meet the needs of passengers leaving the airport by taxi, so as to ensure the normal order of passengers leaving the airport by taxi. The scenarios include dispatching the taxis in the parking lot to the taxi waiting area in a timely manner when the number of waiting passengers is large; or preventing the taxis in the parking lot from being crowded into the taxi waiting area when the number of waiting passengers is small Steal customers. [0003] In the realization of some airport taxi scheduling methods, manual scheduling is usually used. Manual scheduli...

AI Technical Summary

Problems solved by technology

[0005] This application provides an airport taxi automatic scheduling method and device based on real-time passenger flow forecasting. By collecting taxi information, collecting real-time passenger flow data, building a passenger flow forecasting model, automatically generating scheduling information, generating entry number plate prompts, and controlling barriers The system, to a certain extent, can solve the problems of social vehicles entering the taxi waiting area by mistake, the progress of taxi queuing is not clear, the order of passenger loading is chaotic, the deviation of predicted passenger flow data is too large, and the scheduling is not timely and unreasonable.

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